Run
543349

Run 543349

Task 3522 (Supervised Classification) tr11.wc Uploaded 24-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost4.16e+03
classif.svm(8)_kernelsigmoid
classif.svm(8)_degree2
classif.svm(8)_coef00.406
classif.svm(8)_gamma4.52e+03
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.304
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1428
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1808
Cross-validation details (10-fold Crossvalidation)
Number of instances
414
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7236
Cross-validation details (10-fold Crossvalidation)
Recall
0.3575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2579
Cross-validation details (10-fold Crossvalidation)